Academic Activities | Anthony Wertz

Awards and Recognition

Autonomous Trauma Care Extends 'Golden Hour' for Saving Lives press
Oral Presentation at European Society of Intensive Care Medicine (2019) slides
Star Research Award and Oral Presentation at the Society of Critical Care Medicine (2018) slides
First Place at Future Energy Challenge (2009) press

Presentations and Invited Talks

SEMI Workshop: Enabling the Future of Electronics (2024) slides (pptx) slides (pdf) link
Trajectory Optimization for Thermally-Actuated Soft Planar Robot Limbs (2022) slides
Development and Evaluation of Data-Driven Models using High Frequency Time Series (T-32 training, 2018) slides
Learning Multi-granular Models of Physiology for Detection of Bleeding (CRISMA research review, 2017) slides

Teaching and Mentorship

RoboBuddies First-year Robotics PhD Mentor (Fall 2023-Spring 2025) Advised an incoming CMU robotics PhD student through their first two years.
Exchange Student Mentor (Fall 2023–Spring 2024) Advised an undergraduate exchange student and researcher.
Kinematics, Dynamics, and Controls (Spring 2023) Teaching assistant, CMU 16-711.
Advanced Robot Dynamics and Simulation (Fall 2022) Teaching assistant, CMU 16-715.
Engineering Materials for Soft Robotics (October 2022) Instructor for a hands-on middle school workshop.
Robotics Institute Summer Scholars (RISS) Mentor (Summer 2019, 2020) Advised four students across two cohorts.
AI4ALL Instructor (Summer 2018) Lectured on search algorithms and neural networks for under-represented high school students.
3rd and 4th Grade Math Teacher (2013–2014) Peace Corps volunteer, Toussiana, Burkina Faso.
High School Computer Science Tutor (2010–2011)

Dissertation

Wertz, A. . (2025). Holistic soft material systems for advancing robotic and wearable sensing functionality. . doi

                      @dissertation{Wertz2025,
  author = {Anthony Wertz},
  title  = {{Holistic Soft Material Systems for Advancing Robotic and Wearable Sensing Functionality}},
  year   = {2025},
  month  = {2},
  url    = {https://kilthub.cmu.edu/articles/thesis/Holistic_Soft_Material_Systems_for_Advancing_Robotic_and_Wearable_Sensing_Functionality/28715534},
  doi    = {10.1184/R1/28715534.v1},
  note   = {Carnegie Mellon University}
}

Books and Chapters

Wertz, A. . (2026). A practical guide to machine learning applications and software. Artificial intelligence and machine learning in healthcare , 1–16. doi

                      @incollection{wertz2026practical,
  title     = {A practical guide to machine learning applications and software},
  author    = {Wertz, Anthony},
  booktitle = {Artificial Intelligence and Machine Learning in Healthcare},
  pages     = {1--16},
  year      = {2026},
  publisher = {Elsevier},
  doi       = {10.1016/B978-0-12-822518-9.00002-2}
}

Patents

Zadan, M., Patel, D. K., Sabelhaus, A., Liao, J., Wertz, A., & Majidi, C. . (2025). Liquid crystal elastomer with integrated soft thermoelectrics for shape memory actuation and energy harvesting. .

                      @patent{zadan2025liquid,
  title     = {Liquid crystal elastomer with integrated soft thermoelectrics for shape memory actuation and energy harvesting},
  author    = {Zadan, Mason and Patel, Dinesh K and Sabelhaus, Andrew and Liao, Jiahe and Wertz, Anthony and Majidi, Carmel},
  year      = {2025},
  month     = may # {~8},
  publisher = {Google Patents},
  note      = {(Pending) US Patent App. 18/838,315}
}

Journal Articles

Wertz, A., Shah, D., & Majidi, C. . (2025). Soft transducers with notch filters for spatially-distributed strain sensing. IEEE Sensors Journal . doi preprint

                      @article{wertz2025soft,
  title     = {Soft Transducers with Notch Filters for Spatially-Distributed Strain Sensing},
  author    = {Wertz, Anthony and Shah, Dylan and Majidi, Carmel},
  journal   = {IEEE Sensors Journal},
  year      = {2025},
  publisher = {IEEE},
  doi       = {10.1109/JSEN.2025.3607761},
  preprint  = {https://me.anthonywertz.com/assets/papers/2025_Sencel.pdf}
}

Pinsky, M. R., Gomez, H., Wertz, A., Leonard, J., Dubrawski, A., & Poropatich, R. . (2024). Evaluation of a physiologic-driven closed-loop resuscitation algorithm in an animal model of hemorrhagic shock. Critical Care Medicine , 52 (12) , 1947–1957.

                      @article{pinsky2024evaluation,
  title     = {Evaluation of a Physiologic-Driven Closed-Loop Resuscitation Algorithm in an Animal Model of Hemorrhagic Shock},
  author    = {Pinsky, Michael R and Gomez, Hernando and Wertz, Anthony and Leonard, Jim and Dubrawski, Artur and Poropatich, Ronald},
  journal   = {Critical Care Medicine},
  volume    = {52},
  number    = {12},
  pages     = {1947--1957},
  year      = {2024},
  publisher = {LWW}
}

Zadan, M., Wertz, A., Shah, D., Patel, D. K., Zu, W., Han, Y., Gelorme, J., Mea, H. J., Yao, L., Malakooti, M. H., Ko, S. H., Kazem, N., & Majidi, C. . (2024). Stretchable thermoelectric generators for self-powered wearable health monitoring. Advanced functional materials . doi

                      @article{zadan2024tegsense,
  title     = {Stretchable Thermoelectric Generators for Self-Powered Wearable Health Monitoring},
  author    = {Zadan, Mason and Wertz, Anthony and Shah, Dylan and Patel, Dinesh K. and Zu, Wuzhou and Han, Youngshang and Gelorme, Jeff and Mea, Hing Jii and Yao, Lining and Malakooti, Mohammad H. and Ko, Seung Hwan and Kazem, Navid and Majidi, Carmel},
  year      = {2024},
  month     = {07},
  journal   = {Advanced functional materials},
  publisher = {Wiley Online Library},
  doi       = {https://doi.org/10.1002/adfm.202404861}
}

Sabelhaus, A. P., Patterson, Z. J., Wertz, A. T., & Majidi, C. . (2024). Safe supervisory control of soft robot actuators. Soft Robotics . doi

                      @article{sabelhaus2024safe,
  title     = {Safe Supervisory Control of Soft Robot Actuators},
  author    = {Sabelhaus, Andrew P and Patterson, Zach J and Wertz, Anthony T and Majidi, Carmel},
  journal   = {Soft Robotics},
  year      = {2024},
  month     = {02},
  publisher = {Mary Ann Liebert, Inc., publishers 140 Huguenot Street, 3rd Floor New~…},
  doi       = {https://doi.org/10.1089/soro.2022.0131}
}

Pinsky, M. R., Gomez, H., Guyette, F. X., Weiss, L., Dubrawski, A., Leonard, J., MacLachlan, R., Gordon, L., Lagattuta, T., Salcido, D., & others . (2024). Autonomous precision resuscitation during ground and air transport of an animal hemorrhagic shock model. Intensive Care Medicine Experimental , 12 (1) , 44.

                      @article{pinsky2024autonomous,
  title     = {Autonomous precision resuscitation during ground and air transport of an animal hemorrhagic shock model},
  author    = {Pinsky, Michael R and Gomez, Hernando and Guyette, Francis X and Weiss, Leonard and Dubrawski, Artur and Leonard, Jim and MacLachlan, Robert and Gordon, Lisa and Lagattuta, Theodore and Salcido, David and others},
  journal   = {Intensive Care Medicine Experimental},
  volume    = {12},
  number    = {1},
  pages     = {44},
  year      = {2024},
  publisher = {Springer}
}

Sabelhaus, A. P., Mehta, R. K., Wertz, A. T., & Majidi, C. . (2022). In-situ sensing and dynamics predictions for electrothermally-actuated soft robot limbs. Frontiers in Robotics and AI , 9 , 888261. doi

                      @article{sabelhaus2022situ,
  title     = {In-Situ Sensing and Dynamics Predictions for Electrothermally-Actuated Soft Robot Limbs},
  author    = {Sabelhaus, Andrew P and Mehta, Rohan K and Wertz, Anthony T and Majidi, Carmel},
  journal   = {Frontiers in Robotics and AI},
  volume    = {9},
  pages     = {888261},
  year      = {2022},
  publisher = {Frontiers},
  doi       = {10.3389/frobt.2022.888261}
}

Zadan, M., Patel, D. K., Sabelhaus, A. P., Liao, J., Wertz, A., Yao, L., & Majidi, C. . (2022). Liquid crystal elastomer with integrated soft thermoelectrics for shape memory actuation and energy harvesting. Advanced Materials , 2200857. doi

                      @article{zadan2022liquid,
  title     = {Liquid Crystal Elastomer with Integrated Soft Thermoelectrics for Shape Memory Actuation and Energy Harvesting},
  author    = {Zadan, Mason and Patel, Dinesh K and Sabelhaus, Andrew P and Liao, Jiahe and Wertz, Anthony and Yao, Lining and Majidi, Carmel},
  journal   = {Advanced Materials},
  pages     = {2200857},
  year      = {2022},
  publisher = {Wiley Online Library},
  doi       = {10.1002/adma.202200857}
}

Laird, P., Wertz, A., Welter, G., Maslove, D., Hamilton, A., Yoon, J. H., Lake, D. E., Zimmet, A. E., Bobko, R., Moorman, J. R., & others . (2021). The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care. Physiological Measurement . doi

                      @article{laird2021critical,
  title     = {The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care},
  author    = {Laird, Philip and Wertz, Anthony and Welter, Gus and Maslove, David and Hamilton, Alexander and Yoon, Joo Heung and Lake, Douglas E and Zimmet, Amanda E and Bobko, Ryan and Moorman, J Randall and others},
  journal   = {Physiological Measurement},
  year      = {2021},
  publisher = {IOP Publishing},
  doi       = {10.1088/1361-6579/abfc9b}
}

Pinsky, M. R., Wertz, A., Clermont, G., & Dubrawski, A. . (2020). Parsimony of hemodynamic monitoring data sufficient for the detection of hemorrhage. Anesthesia & Analgesia , 130 (5) , 1176–1187. doi

                      @article{pinsky2020parsimony,
  title     = {Parsimony of hemodynamic monitoring data sufficient for the detection of hemorrhage},
  author    = {Pinsky, Michael R and Wertz, Anthony and Clermont, Gilles and Dubrawski, Artur},
  journal   = {Anesthesia \& Analgesia},
  volume    = {130},
  number    = {5},
  pages     = {1176--1187},
  year      = {2020},
  publisher = {LWW},
  doi       = {10.1213/ANE.0000000000004564}
}

Wertz, A., Holder, A. L., Guillame-Bert, M., Clermont, G., Dubrawski, A., & Pinsky, M. R. . (2019). Increasing cardiovascular data sampling frequency and referencing it to baseline improve hemorrhage detection. Critical Care Explorations , 1 (10) . doi

                      @article{wertz2019increasing,
  title     = {Increasing Cardiovascular Data Sampling Frequency and Referencing It to Baseline Improve Hemorrhage Detection},
  author    = {Wertz, Anthony and Holder, Andre L and Guillame-Bert, Mathieu and Clermont, Gilles and Dubrawski, Artur and Pinsky, Michael R},
  journal   = {Critical Care Explorations},
  volume    = {1},
  number    = {10},
  year      = {2019},
  month     = {10},
  publisher = {Wolters Kluwer Health},
  doi       = {10.1097/CCE.0000000000000058}
}

Gao, C., Falck, F., Goswami, M., Wertz, A., Pinsky, M. R., & Dubrawski, A. . (2019). Detecting patterns of physiological response to hemodynamic stress via unsupervised deep learning. CoRR , abs/1911.05121 .

                      @article{gao2019detecting,
  author     = {Chufan Gao and
                Fabian Falck and
                Mononito Goswami and
                Anthony Wertz and
                Michael R. Pinsky and
                Artur Dubrawski},
  title      = {Detecting Patterns of Physiological Response to Hemodynamic Stress
                via Unsupervised Deep Learning},
  journal    = {CoRR},
  volume     = {abs/1911.05121},
  year       = {2019},
  url        = {http://arxiv.org/abs/1911.05121},
  eprinttype = {arXiv},
  eprint     = {1911.05121},
  timestamp  = {Sat, 23 Jan 2021 01:20:25 +0100},
  biburl     = {https://dblp.org/rec/journals/corr/abs-1911-05121.bib},
  bibsource  = {dblp computer science bibliography, https://dblp.org}
}

Hravnak, M., Pellathy, T., Chen, L., Dubrawski, A., Wertz, A., Clermont, G., & Pinsky, M. R. . (2018). A call to alarms: Current state and future directions in the battle against alarm fatigue. Journal of electrocardiology , 51 (6) , S44–S48. doi

                      @article{hravnak2018call,
  title     = {A call to alarms: Current state and future directions in the battle against alarm fatigue},
  author    = {Hravnak, Marilyn and Pellathy, Tiffany and Chen, Lujie and Dubrawski, Artur and Wertz, Anthony and Clermont, Gilles and Pinsky, Michael R},
  journal   = {Journal of electrocardiology},
  volume    = {51},
  number    = {6},
  pages     = {S44--S48},
  year      = {2018},
  publisher = {Churchill Livingstone},
  doi       = {10.1016/j.jelectrocard.2018.07.024}
}

Tandon, P. . (2018). Bayesian aggregation of evidence for detection and characterization of patterns in multiple noisy observations. . doi

                      @article{Tandon2018,
  author = {Prateek  Tandon},
  title  = {{Bayesian Aggregation of Evidence for Detection and Characterization of Patterns in Multiple Noisy Observations}},
  year   = {2018},
  month  = {6},
  url    = {https://kilthub.cmu.edu/articles/thesis/Bayesian_Aggregation_of_Evidence_for_Detection_and_Characterization_of_Patterns_in_Multiple_Noisy_Observations/6714947},
  doi    = {10.1184/R1/6714947.v1}
}

Gómez, H., Mesquida, J., Hermus, L., Polanco, P., Kim, H. K., Zenker, S., Torres, A., Namas, R., Vodovotz, Y., Clermont, G., & others . (2012). Physiologic responses to severe hemorrhagic shock and the genesis of cardiovascular collapse: can irreversibility be anticipated?. journal of surgical research , 178 (1) , 358–369. doi

                      @article{gomez2012physiologic,
  title     = {Physiologic responses to severe hemorrhagic shock and the genesis of cardiovascular collapse: can irreversibility be anticipated?},
  author    = {G{\'o}mez, Hernando and Mesquida, Jaume and Hermus, Linda and Polanco, Patricio and Kim, Hyung Kook and Zenker, Sven and Torres, Andr{\'e}s and Namas, Rajaie and Vodovotz, Yoram and Clermont, Gilles and others},
  journal   = {journal of surgical research},
  volume    = {178},
  number    = {1},
  pages     = {358--369},
  year      = {2012},
  publisher = {Elsevier},
  doi       = {10.1016/j.jss.2011.12.015},
  url       = {https://www.sciencedirect.com/science/article/pii/S002248041102018X?casa_token=Gq_ENVcBYH0AAAAA:I7iXWZgW4BZ3yLznPvb78XFWtJEx-FTtzhKi6eLrf3s5FfVkAvOXzFNr3jPXS_9cyQMFzZtTHik}
}

Conference Proceedings

Padmanabha, A., Yuan, J., Mehta, T. S., Jenamani, R. K., Hu, E., León, V., Wertz, A., Gupta, J., Dodson, B., Yan, Y., & others . (2026). Waffle: a wearable approach to bite timing estimation in robot-assisted feeding. Proceedings of the 21st ACM/IEEE international conference on human-robot interaction , 78–87. doi

                      @inproceedings{padmanabha2026waffle,
  title     = {Waffle: a wearable approach to bite timing estimation in robot-assisted feeding},
  author    = {Padmanabha, Akhil and Yuan, Jessie and Mehta, Tanisha S and Jenamani, Rajat Kumar and Hu, Eric and de Le{\'o}n, Victoria and Wertz, Anthony and Gupta, Janavi and Dodson, Ben and Yan, Yunting and others},
  booktitle = {Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction},
  pages     = {78--87},
  year      = {2026},
  doi       = {10.1145/3757279.3785560}
}

Pinsky, M., Gomez, H., Leonard, J., Wertz, A., Dubrawski, A., & Poropatich, R. . (2024). Evaluation of a physiological driven closed loop resuscitation algorithm. Critical Care Medicine (in-press) .

                      @inproceedings{pinsky2024refit,
  title   = {Evaluation of a physiological driven closed loop resuscitation algorithm},
  author  = {Pinsky, Michael and Gomez, Hernando and Leonard, Jim and Wertz, Anthony and Dubrawski, Artur and Poropatich, Ron},
  journal = {Critical Care Medicine (in-press)},
  year    = {2024}
}

Wertz, A., Sabelhaus, A. P., & Majidi, C. . (2022). Trajectory optimization for thermally-actuated soft planar robot limbs. 2022 IEEE 5th international conference on soft robotics (RoboSoft) , 439–446. doi preprint slides

                      @inproceedings{wertz2022trajectory,
  title        = {Trajectory Optimization for Thermally-Actuated Soft Planar Robot Limbs},
  author       = {Wertz, Anthony and Sabelhaus, Andrew P and Majidi, Carmel},
  booktitle    = {2022 IEEE 5th International Conference on Soft Robotics (RoboSoft)},
  pages        = {439--446},
  year         = {2022},
  organization = {IEEE},
  preprint     = {https://arxiv.org/abs/2110.09474},
  doi          = {10.1109/RoboSoft54090.2022.9762226},
  slides       = {/assets/presentations/2022_Wertz_RoboSoft.pdf}
}

Potosnak, W., Dufendach, K. A., Wertz, A., Miller, K., Dubrawski, A., & Kilic, A. . (2021). Continuous intraoperative data analysis using machine learning reveals multiple parameters to predict post-CABG renal failure. The society of thoracic surgeons annual meeting . slides

                      @inproceedings{potosnak2021continuous,
  title     = {Continuous Intraoperative Data Analysis Using Machine Learning Reveals Multiple Parameters to Predict Post-CABG Renal Failure},
  author    = {Willa Potosnak and Keith A. Dufendach and Anthony Wertz and Kyle Miller and Artur Dubrawski and Arman Kilic},
  booktitle = {The Society of Thoracic Surgeons Annual Meeting},
  year      = {2021},
  url       = {https://par.nsf.gov/biblio/10339368},
  slides    = {/assets/projects/riss/2021-STS-poster-POTOSNAK-Willa.pdf}
}

Jeanselme, V., Wertz, A., Clermont, G., Pinsky, M., & Dubrawski, A. . (2020). Robustness of machine learning models for hemorrhage detection. What's new in non-pulmonary critical care? , A6320–A6320. doi

                      @inproceedings{jeanselme2020robustness,
  title     = {Robustness of Machine Learning Models for Hemorrhage Detection},
  author    = {Jeanselme, V and Wertz, A and Clermont, G and Pinsky, MR and Dubrawski, A},
  booktitle = {What's New in Non-Pulmonary Critical Care?},
  pages     = {A6320--A6320},
  year      = {2020},
  publisher = {American Thoracic Society},
  doi       = {10.1164/ajrccm-conference.2020.201.1_MeetingAbstracts.A6320}
}

Jeanselme, V., Wertz, A., Clermont, G., Pinsky, M., & Dubrawski, A. . (2020). Cross-correlation features of vital signs enable robust detection of hemorrhage. .

                      @inproceedings{jeanselme2020crosscorr,
  title     = {Cross-correlation Features of Vital Signs Enable Robust Detection of Hemorrhage},
  author    = {Jeanselme, V and Wertz, A and Clermont, G and Pinsky, MR and Dubrawski, A},
  year      = {2020},
  publisher = {ISICEM}
}

Chen, L., Dubrawski, A., Clermont, G., Pellathy, T., Wertz, A., Yoon, J. H., Pinsky, M., & Hravnak, M. . (2019). Binarized severity level of future instability risk in continuously monitored patients. Critical Care Medicine , 47 (1) , 605. doi

                      @inproceedings{chen2019binarizedSeverity,
  title     = {Binarized Severity Level Of Future Instability Risk In Continuously Monitored Patients},
  author    = {Chen, Lujie and Dubrawski, Artur and Clermont, Gilles and Pellathy, Tiffany and Wertz, Anthony and Yoon, Joo Heung and Pinsky, Michael and Hravnak, Marilyn},
  journal   = {Critical Care Medicine},
  volume    = {47},
  number    = {1},
  pages     = {605},
  month     = {1},
  year      = {2019},
  publisher = {LWW},
  doi       = {10.1097/01.ccm.0000552001.54183.00}
}

Wertz, A., Clermont, G., Dubrawski, A., & Pinsky, M. . (2019). Hemodynamic monitoring parsimony: minimal information for rapid hemorrhage detection. Intensive Care Medicine Experimental , 7 , 91–92. doi slides

                      @inproceedings{wertz2019esicm,
  author    = {Anthony Wertz and Gilles Clermont and Artur Dubrawski and Michael Pinsky},
  title     = {Hemodynamic monitoring parsimony: minimal information for rapid hemorrhage detection},
  booktitle = {ESICM LIVES 2019},
  year      = 2019,
  volume    = 7,
  pages     = {91--92},
  month     = 9,
  journal   = {Intensive Care Medicine Experimental},
  doi       = {10.1186/s40635-019-0265-y},
  slides    = {/assets/presentations/2019_Wertz_ESICM_Parsimony.pdf}
}

Wertz, A., Hravnak, M., Dubrawski, A., Chen, L., Pellathy, T., Clermont, G., & Pinsky, M. . (2018). Sufficient sampling frequency for machine learning to separate monitoring artifact from instability. Critical Care Medicine , 46 (1) , 19. doi slides

                      @inproceedings{wertz2018sufficientSampling,
  title     = {Sufficient Sampling Frequency For Machine Learning To Separate Monitoring Artifact From Instability},
  author    = {Wertz, Anthony and Hravnak, Marilyn and Dubrawski, Artur and Chen, Lujie and Pellathy, Tiffany and Clermont, Gilles and Pinsky, Michael},
  journal   = {Critical Care Medicine},
  volume    = {46},
  number    = {1},
  pages     = {19},
  year      = {2018},
  publisher = {LWW},
  doi       = {10.1097/01.ccm.0000528093.59059.9e},
  slides    = {/assets/presentations/2018_Wertz_SCCM_Sample_Frequency.pdf}
}

Chen, L., Dubrawski, A., Clermont, G., Pellathy, T., Wertz, A., Pinsky, M. R., & Hravnak, M. . (2018). Model based estimation of instability severity level in continuously monitored patients. Intensive Care Medicine Experimental , 6 , 59–60. doi

                      @inproceedings{karen2018esicm,
  author    = {Lujie Chen and Artur Dubrawski and Gilles Clermont and Tiffany Pellathy and Anthony Wertz and Michael R. Pinsky and Marilyn Hravnak},
  title     = {Model based estimation of instability severity level in continuously monitored patients},
  booktitle = {ESICM LIVES 2018},
  year      = 2018,
  volume    = 6,
  pages     = {59--60},
  month     = 10,
  journal   = {Intensive Care Medicine Experimental},
  doi       = {10.1186/s40635-018-0201-6}
}

Liu, C., Gomez, H., Narasimhan, S., Dubrawski, A., Pinsky, M. R., & Zuckerbraun, B. . (2015). Real-time visual analysis of microvascular blood flow for critical care. 2015 IEEE conference on computer vision and pattern recognition (CVPR) , 2217-2225. doi

                      @inproceedings{ChaoLiu2015,
  author    = {Chao Liu and Gomez, Hernando and Narasimhan, Srinivasa and Dubrawski, Artur and Pinsky, Michael R. and Zuckerbraun, Brian},
  booktitle = {2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  title     = {Real-time visual analysis of microvascular blood flow for critical care},
  year      = {2015},
  pages     = {2217-2225},
  keywords  = {Videos;Blood;Skeleton;Imaging;Heart beat;Noise;Hemorrhaging},
  doi       = {10.1109/CVPR.2015.7298834},
  url       = {https://www.cv-foundation.org/openaccess/content_cvpr_2015/html/Liu_Real-Time_Visual_Analysis_2015_CVPR_paper.html}
}

Robotics Institute Summer Scholars

Potosnak, W., Wertz, A., Miller, J. K., Kilic, A., Dufendach, K. A., & Dubrawski, A. . (2020). Cardiothoracic surgery analysis for predicting acute renal failure outcomes. CMU Robotics Institute Summer Scholars . preprint slides

                      @riss{potosnak2020cabg,
  title    = {Cardiothoracic Surgery Analysis for Predicting Acute Renal Failure Outcomes},
  author   = {Potosnak, Willa and Wertz, Anthony and Miller, James K and Kilic, Arman and Dufendach, Keith A and Dubrawski, Artur},
  journal  = {CMU Robotics Institute Summer Scholars},
  year     = {2020},
  preprint = {/assets/projects/riss/2020-Willa Potosnak.pdf},
  url      = {https://riss.ri.cmu.edu/research_showcase/working-papers-journals/},
  slides   = {/assets/projects/riss/2020-RISS-poster-video-CardiothoracicSurgeryAnalysisforPredictingAcuteRenalFailureOutcomes-POTOSNAK-Willa-DUBRAWSKI.jpg}
}

Edwards, C., Wertz, A., & Dubrawski, A. . (2019). Using similarity measures to detect organizations in online escort advertisements. CMU Robotics Institute Summer Scholars . preprint slides

                      @riss{edwards2019detecting,
  title    = {Using Similarity Measures to Detect Organizations in Online Escort Advertisements},
  author   = {Edwards, Carl and Wertz, Anthony and Dubrawski, Artur},
  journal  = {CMU Robotics Institute Summer Scholars},
  year     = {2019},
  preprint = {/assets/projects/riss/2019-Carl Edwards.pdf},
  url      = {https://riss.ri.cmu.edu/research_showcase/working-papers-journals/},
  slides   = {/assets/projects/riss/2019-RISS-poster-EDWARDS-Carl-DUBRAWSKI.pdf}
}

Genome Announcements

Pope, W. H., Berryman, E. N., Forrest, K. M., McHale, L., Wertz, A. T., Zhuang, Z., Kasturiarachi, N. S., Pressimone, C. A., Schiebel, J. G., Furbee, E. C., Grubb, S. R., Warner, M. H., Montgomery, M. T., Garlena, R. A., Russell, D. A., Jacobs-Sera, D., & Hatfull, G. F. . (2016). Genome sequence of gordonia phage BetterKatz. Microbiology Resource Announcements , 4 (4) . doi

                      @genome{Popee2016BetterKatz,
  author       = {Pope, Welkin H. and Berryman, Emily N. and Forrest, Kaitlyn M. and McHale, Lilliana and Wertz, Anthony T. and Zhuang, Zenas and Kasturiarachi, Naomi S. and Pressimone, Catherine A. and Schiebel, Johnathon G. and Furbee, Emily C. and Grubb, Sarah R. and Warner, Marcie H. and Montgomery, Matthew T. and Garlena, Rebecca A. and Russell, Daniel A. and Jacobs-Sera, Deborah and Hatfull, Graham F.},
  title        = {Genome Sequence of Gordonia Phage BetterKatz},
  volume       = {4},
  number       = {4},
  elocation-id = {e00590-16},
  year         = {2016},
  doi          = {10.1128/genomeA.00590-16},
  publisher    = {American Society for Microbiology Journals},
  abstract     = {BetterKatz is a bacteriophage isolated from a soil sample collected in Pittsburgh, Pennsylvania using the host Gordonia terrae 3612. BetterKatz{\textquoteright}s genome is 50,636~bp long and contains 75 predicted protein-coding genes, 35 of which have been assigned putative functions. BetterKatz is not closely related to other sequenced Gordonia phages.},
  url          = {https://mra.asm.org/content/4/4/e00590-16},
  eprint       = {https://mra.asm.org/content/4/4/e00590-16.full.pdf},
  journal      = {Microbiology Resource Announcements}
}